University of North Texas
American Educational Research Association (AERA) – Technology, Instruction, Cognition & Learning SIG
University of North Texas
University of Malaya
Association for Educational Communications and Technology (AECT)
Association for Educational Communications and Technology (AECT)
Association for Educational Communications and Technology (AECT)
Association for Educational Communications and Technology (AECT)
International Board of Standards for Training, Performance and Instruction (IBSTPI)
Association for Educational Communications and Technology (AECT)
Educational Technology Research & Development (AECT/Springer)
Fulbright Program (University of Bergen, Norway)
Air Force Association (USA)
Federal Laboratory Consortium (USA)
Air Force Association (USA)
Jacksonville State University
Professor and Chair, Department of Learning Technologies, University of North Texas
Professor; Research Scientist, Learning and Performance Support Laboratory; Doctoral Program Coordinator (LDT), University of Georgia
Associate Director, Learning Systems Institute; Professor, Educational Psychology and Learning Systems, Florida State University
Professor and Chair, Instructional Design, Development & Evaluation (IDD&E), Syracuse University
Professor and Director, Educational Information Science & Technology Research Program, University of Bergen
Professor II, Agder University College
Professor II, Göteborg University
Senior Scientist, Instructional Systems Research Branch, United States Air Force Armstrong Laboratory
Assistant/Associate Professor, Department of Mathematics, Computer & Information Sciences, Jacksonville State University
Senior Systems Programmer, National Solar Observatory (Tower Telescope)
Systems Analyst, Cubic Corporation (ACMI Site, Holloman AFB)
Instructor, Philosophy, El Paso Community College
Lecturer, Department of Philosophy, The University of Texas at Austin
Volunteer Teacher, Sherut La’am (Volunteer Service), Kiryat Shemona, Israel
Junior Analyst, IBM Systems Development Division Laboratory (Boulder, CO)
Intelligence Officer, United States Air Force (13th Air Force, Clark AB, Philippines)
J. Michael Spector is an American scholar of educational technology and Regents Professor of Learning Technologies at the University of North Texas (UNT). His work focuses on intelligent support for instructional design, system‑dynamics‑based learning environments, assessing learning in complex domains, distance learning, and technology integration. He previously served as Professor at the University of Georgia and Florida State University, chaired the IDD&E program at Syracuse University, was Professor and Director of Educational Information Science & Technology Research at the University of Bergen (Norway), and was a Senior Scientist with the U.S. Air Force Armstrong Laboratory. Spector is Past‑President of the Association for Educational Communications and Technology (AECT) and long‑time Development Section Editor for Educational Technology Research & Development. He has co‑edited major field references including the 3rd and 4th editions of the Handbook of Research on Educational Communications and Technology and the SAGE Encyclopedia of Educational Technology.
A competency framework specifying knowledge, skills, and attitudes required for effective instruction across face‑to‑face, online, and blended contexts, including performance indicators and assessment guidance. Developed through international expert input and validation to support instructor development and certification.
Education and Information Technologies • Journal
Applying the Technology Satisfaction Model to survey data from 928 students across five Chinese universities, the study found that computer self‑efficacy and perceived ease of use and usefulness directly and indirectly impact satisfaction with online learning platforms. Regional differences moderated these associations, offering guidance for improving service quality, equity, and contingency planning in online higher education.
Smart Learning Environments • Journal
Reviewing 56 studies, this article analyzes how terms such as personalized learning, adaptive learning, individualized instruction, and customized learning are used in the research literature. The review clarifies definitions, maps overlaps and distinctions among terms, and motivates a more unified vocabulary to support synthesis and future meta‑analyses in the personalized learning domain.
Smart Learning Environments • Journal
This paper articulates a pedagogy of personalized adaptive learning (PAL) enabled by smart learning environments. It analyzes the two pillars—personalized learning and adaptive learning—identifies core elements (individual characteristics, performance, personal development, and adaptive adjustment), and presents a PAL framework along with a learning‑path recommendation model informed by data‑driven decision‑making.
Educational Technology & Society • Journal
Based on deliberations of EDUsummIT 2015 Working Group 5, this synthesis focuses on technology‑enhanced formative assessment to support inquiry‑ and problem‑based learning. It discusses feedback sources (teacher, self, peer), evidence‑centered design, and automation to strengthen assessment for and of learning, concluding with recommendations for future research and practice.
Smart Learning Environments • Journal
The article proposes a foundational framework for smart learning environments (SLEs) grounded in advances in epistemology, psychology, and technology. It outlines necessary and desirable characteristics—such as effectiveness, efficiency, scalability, adaptivity, and personalization—and discusses evaluation approaches to support large‑scale, sustainable implementations of SLEs.
Educational Technology & Society • Journal
Synthesizing the 2011 Horizon Report and an NSF‑funded Roadmap for Education Technology—along with reports from IEEE TCLT and the STELLAR Network of Excellence—this article identifies promising areas (e.g., personalized learning, mobile technologies, learning analytics) and highlights enablers (dynamic formative assessment) and barriers (accessibility, personalizability, policy). It offers implications for research and evaluation to advance credible improvement in technology‑supported learning.
Teaching and Teacher Education • Journal
This exploratory mixed‑methods study investigated how teachers’ beliefs relate to their technology integration practices. With 22 teachers from a four‑year professional development project, the authors examined relations among (a) beliefs about knowledge and learning, (b) beliefs about effective teaching, and (c) actual technology integration. Results describe specific relationships and provide implications for professional development, including suggestions for facilitating belief change to support more robust, classroom‑embedded technology use.
Educational Technology Research and Development • Journal
The paper introduces Highly Integrated Model Assessment Technology and Tools (HIMATT), a web‑based suite for assessing development of complex cognitive skills via model‑based representations. The authors describe functions of the system, illustrate applications in educational and workplace settings, and argue that HIMATT scales beyond laboratory use to support practical, automated assessment of mental models.
Distance Education • Journal
Using expert judgments, this study prioritized eight online instructor roles to inform competency‑based teacher education. Pedagogical roles received the highest priority, followed by professional, evaluator, social facilitator, technologist, advisor, administrator, and researcher roles. The findings guide emphasis in teacher preparation programs and inform role‑based competency frameworks for online instruction.
Educational Technology Research and Development • Journal
Reporting outcomes of a two‑day international workshop, this paper frames online teaching from competency, humanistic, and cognitive perspectives and advances a competency‑based approach. It proposes a starting point for defining online teaching competences associated with interaction and networked technologies and discusses implications for specifying, assessing, and developing online teaching capabilities.
Routledge (Taylor & Francis) • Book
A revised, expanded introduction to educational technology that integrates theories of human performance, learning and development, information and communications, and instructional design. New to the 3rd edition are treatments of AI, learning analytics, mixed realities, micro‑credentialing, security/privacy, and diversity, equity, and inclusion, with problem‑centered activities for graduate study and practice.
Routledge (Taylor & Francis) • Book
An edited volume that convenes leading scholars to bridge the learning sciences and instructional design/technology communities. Chapters compare goals and methodologies across traditions, surface tensions, propose resolutions, and lay foundations for sustained, collaborative advancement in designing effective support for learning.
Springer • Book
Fourth edition of AECT’s foundational research compendium on educational communications and technology, co‑edited by Bishop with Spector, Merrill, and Elen, consolidating advances in theory, research, and design across subfields. citeturn8view0
Information Age Publishing (for IBSTPI) • Book
This IBSTPI standards reference articulates validated competencies for instructors across face‑to‑face, online, and blended environments, including associated performance statements and assessment guidance. It supports certification, professional development, and program design aligned with evidence‑based instructional practice.